Week 12

Capstone and Deployment

Final project, presentation, packaging, and static deployment.

Learning goals

Session	Focus	Output
Day 1	Concept introduction and guided examples	Notebook or script
Day 2	Hands-on lab and teacher walkthrough	Working code
Day 3	Practice tasks and discussion	Assignment draft
Day 4	Assessment and mini project	Submission

Capstone Project

Outcome for the week: students should finish with usable code, a short explanation, and at least one visual or result artifact.

Only code Problem, data, method, output, explanation Only a chart Only a title

Explanation: A capstone needs the full workflow.

Describing the project and how to run it Training the model directly Changing Python syntax Compressing images

Explanation: README explains the project.

Publishing dashboards, charts, notes, and results pages Running heavy private servers Changing the operating system Editing BIOS

Explanation: Static hosting is great for front-end outputs.